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Machine Learning Engineer
USA, USAWe are working on a project that tackles the problem of managing large-scale IT networks. We are seeking talented and highly motivated developers to join us in bringing this project to a larger audience.
As an ML software developer, you will be responsible for feature development to deliver AI and machine learning solutions into our product. Your software development expertise and experience with ML will play a crucial role in delivering intelligent systems that improve VAE’s flagship software product, ITPIE. Together with a small machine learning team, you will be responsible to ensure the successful integration of AI/ML models into our existing software and assist in delivering expert systems through AI/ML technologies.
Our application is primarily built using .NET, using TypeScript on the frontend, PostgreSQL for data storage, and Python for ML components. The application source is hosted in GitLab, and we use GitLab CI and Git to manage our code contribution workflows.
Roles and Responsibilities
As an ML software developer, you will be responsible for feature development to deliver AI and machine learning solutions into our product. Your software development expertise and experience with ML will play a crucial role in delivering intelligent systems that improve VAE’s flagship software product, ITPIE. Together with a small machine learning team, you will be responsible to ensure the successful integration of AI/ML models into our existing software and assist in delivering expert systems through AI/ML technologies.
Our application is primarily built using .NET, using TypeScript on the frontend, PostgreSQL for data storage, and Python for ML components. The application source is hosted in GitLab, and we use GitLab CI and Git to manage our code contribution workflows.
Roles and Responsibilities
- Integrate AI/ML models into production systems
- Collaborate with existing team members to preprocess and analyze large datasets
- Work with subject matter experts to build out training/testing datasets
- Design and build tests for AI/ML solutions and data pipelines.
- Proficiency in Python and .NET (C#)
- Understanding of web transport fundamentals (HTTP, REST, WebSockets)
- Experience building and running unit and integration tests
- Experience with machine learning algorithms and frameworks in Python
- United States citizenship
- 5-8 years of software development experience with ML-related experience
- Experience with relational databases such as PostgreSQL
- Familiarity with newer .NET machine learning offerings
- Familiarity with Cloud environments (e.g. AWS, Azure) and offerings
- Strong analytical and problem-solving abilities
- Excellent communication and teamwork skills
- Advanced knowledge of Python ecosystem and internals
- Advanced knowledge of .NET runtime (reflection, performance optimization)
- Working understanding of network concepts
- Familiarity with Linux environments
- Remote-first environment (if that's your thing)
- Dedicated collaborative office space in NoVA (if that's your thing)
- We respect work/life balance
- Occasional on-site team summits
- Competitive salary and annual reviews